Diagnostics and Testing

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Diagnostics and Testing (Main course) A3M38DIT
Credits 7
Semesters Summer
Completion Assessment + Examination
Language of teaching Czech
Extent of teaching 3P+2L
Annotation
The course introduces the fundamentals of the fault-diagnosis and testing systems, machine condition monitoring, vibrodiagnostics and advanced signal processing methods, non-destructive testing and testing of analog and digital circuits. In laboratory will be demonstrated selected diagnostic tools, and solved an individual project related to diagnostics and/or testing.
Course outlines
1. Diagnostics, Prognostics, FMEA (Failure Modes and Effects Analysis), FMECA, FMSA
2. Fault Modelling, Fault Detection and Diagnosis, Fault Tolerance
3. Machine Condition Monitoring, Condition based Maintenance (CBM), Prognostics and Health Management
4. Analysis of Vibration and Noise, Cepstral and Enevelope Analysis, Analysis of Non-Stationary and Stochastic Signals, Order Analysis
5. Case Studies: Diagnostics of Shafts, Gearboxes and Bearings, Implementation of CBM Systems, Prognostics for Life-Cycle Management
6. Impulse and Continuous Acoustic Emission for Diagnostic Purposes
7. Non-destructive Testing (NDT), Detection and Localization, Probability of Detection
8. Ultrasonic NDT, Non-contact Methods (EMAT)
9. Eddy Current NDT, Holography, Endoscopy, Thermovision and Radiography
10. In-circuit Testing, Built-in Self Test Methodology
11. Design for Test, In-circuit Testing for Analog Components
12. Digital Testing, Fault Masking, Path Sensitization, Test Compression
13. Boundary Scan, JTAG Interface
14. Industrial Testing and Diagnostics of Electronic Systems
Exercises outlines
1. Introduction to Diagnostics, Course Information, Schedule, Lab Practice and Electrical Safety
2. Laboratory Experiment: Sensors for Condition based Monitoring
3. Laboratory Experiment: Vibrodiagnostics of shaft/gearbox
4. Laboratory Experiment: Eddy Current Non-destructive Testing
5. Laboratory Experiment: Ultrasonic Non-destructive Testing
6. Quiz, Assignment of Individual Project
7. Individual Project
8. Individual Project
9. Individual Project
10. Individual Project
11. Individual Project
12. Individual Project
13. Presentation of Individual Project, Assessment
Literature
[1] R. Isermann: Fault-Diagnosis Systems, Springer Berlin Heidelberg 2006. ISBN 978-3-540-24112-6
[2] G. Vachtsevanos et al.: Intelligent Fault Diagnosis and Prognosis for Engineering Systems, John Wiley & Sons, Inc. 2006. ISBN: 9780471729990
[3] P. J. Shull: Nondestructive Evaluation: Theory, Techniques, and Applications, CRC Press 2002. ISBN: 9780824788728
[4] M. L. Bushnell, V.D. Agrawal: Essentials of Electronic Testing for Digital, Memory, and Mixed-Signal VLSI Circuits, Kluwer Academic Publishers, Boston, 2000.
Requirements
Fundamentals of Digital Signal Processing, Linear Algebra, Analog and Digital Circuits